MCP ExplorerExplorer

Financial Reports Mcp Server

@itisaevalexon 10 months ago
3 NOASSERTION
FreeCommunity
AI Systems
This project aims to democratize access to European financial reports by bridging the FinancialReports.eu API with AI. Using an MCP server built with FastMCP, we enable Large Language Models to easily query, analyze, and explain complex financial data, making vital knowledge more accessible to everyone.

Overview

What is Financial Reports Mcp Server

The financial-reports-mcp-server is an MCP (Model Context Protocol) server designed to facilitate access to European financial reports by connecting the FinancialReports.eu API with AI technologies. It allows users to query, analyze, and explain complex financial data easily.

Use cases

Use cases include financial analysts conducting company evaluations, researchers studying market trends, developers integrating financial data into applications, and educational institutions teaching finance-related subjects.

How to use

To use the financial-reports-mcp-server, you can run it via Docker for an isolated and reproducible setup. Clone the repository, build the Docker image, and run the server with the appropriate configurations. You may also use provided example scripts to interact with the server.

Key features

Key features include searching for companies by name, country, or sector, accessing detailed company information, retrieving the latest financial filings, looking up industry classifications, and obtaining filing details and content.

Where to use

The financial-reports-mcp-server is applicable in various fields such as finance, investment analysis, academic research, and any domain requiring access to detailed financial data and reports.

Content

Financial Reports MCP Server

🎬 Demo

Demo: Deutsche Bank Analysis

An MCP (Model Context Protocol) server for accessing the Financial Reports API, providing tools and resources to access company financial filings, industry classifications, and related data.

Features

  • Search for companies by name, country, or sector
  • Get detailed company information
  • Access latest financial filings
  • Look up industry classifications
  • Get filing details and content

Prerequisites

  • Python 3.11+
  • Docker (recommended)
  • FastMCP (if running locally)
  • dotenv for environment variable management (if running locally)

Note: The server now uses only the real Financial Reports API. All mock API logic and configuration has been removed for simplicity and reliability.

🚀 Getting Started

There are multiple ways to run this MCP server. Choose one of the following:

Option 1: Docker (Recommended)

Docker is the recommended way to run the MCP server for reproducibility, isolation, and ease of use.

# Build (once)
docker build -t financial-reports-mcp .

# Run
docker run --rm -i \
  -e API_KEY=your_api_key_here \
  -e API_BASE_URL=https://api.financialreports.eu/ \
  -e MCP_TRANSPORT=stdio \
  financial-reports-mcp:latest

For Docker Compose users:

# Copy and configure .env
echo "Copy .env.example to .env and fill in secrets"
cp .env.example .env
# Start services
docker-compose up

For Claude Desktop, use the following configuration. Pass secrets as -e arguments in args for maximum compatibility and security:

{
  "mcpServers": {
    "financial-reports": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-e",
        "API_KEY=your_api_key_here",
        "-e",
        "API_BASE_URL=https://api.financialreports.eu/",
        "-e",
        "MCP_TRANSPORT=stdio",
        "financial-reports-mcp:latest"
      ]
    }
  }
}

Why? Passing secrets as -e arguments in args guarantees Docker always receives them, regardless of how the client implements environment variable support. This is the most robust and portable approach for Claude Desktop and similar clients.

Option 2: Smithery CLI (for Claude)

Use the Smithery CLI to install and run the server in Claude:

npx -y @smithery/cli@latest install \
  @itisaevalex/financial-reports-mcp-server \
  --client claude \
  --key smithery_api_key

Option 3: Local Python (development/testing)

  1. Install dependencies:
python -m venv venv           # Create venv
venv\Scripts\activate        # Activate on Windows
pip install -r requirements.txt
  1. Run the server:
python -m src.financial_reports_mcp
# or with uv
uv run src/financial_reports_mcp.py

Tip: If you use uv, it automatically loads .env from the project root.

Examples

All example scripts and configs are now located in the examples/ directory, e.g.:

  • examples/test_server.py — Run the full MCP test suite
  • examples/docker_claude_config.json — Example Claude Desktop config for Docker
  • examples/uvx_claude_config.json — Example Claude Desktop config for uv
  • examples/python_client_example.py — Example Python client usage

Run the test suite:

python examples/test_server.py

Configuration

Create a .env file in the root directory with the following variables:

API_KEY=your_api_key_here
API_BASE_URL=https://api.financialreports.eu/
MCP_TRANSPORT=stdio

Project Structure

  • src/ — Source code directory
    • financial_reports_mcp.py — MCP server main entrypoint (all tools/resources defined here)
    • api_client.py — API client factory
    • real_api/real_client.py — Real API client implementation
  • .env - Environment variables (not in git)
  • requirements.txt - Project dependencies
  • Dockerfile & docker-compose.yml - Docker configuration
  • setup.py - Package installation configuration
  • install.py - Helper for Claude Desktop installation
  • examples/ - Example scripts and configs
  • scripts/ - Install scripts

Available Tools

  • get_filing_type(filing_type_id) — Get detailed information about a filing type by its ID
  • list_industries(industry_group, page, page_size, search) — List all available GICS industries
  • get_industry(industry_id) — Get detailed information about a GICS industry
  • list_industry_groups(sector, page, page_size, search) — List all available GICS industry groups
  • get_industry_group(group_id) — Get detailed information about a GICS industry group
  • get_sector(sector_id) — Get detailed information about a GICS sector
  • list_sub_industries(industry, page, page_size, search) — List all available GICS sub-industries
  • get_sub_industry(sub_industry_id) — Get detailed information about a GICS sub-industry
  • list_sources(page, page_size) — List all available data sources
  • get_source(source_id) — Get detailed information about a data source
  • get_processed_filing(processed_filing_id) — Get processed content for a filing
  • get_schema(format, lang) — Get the OpenAPI3 schema for the API
  • search_companies(params) — Search for companies by name, ISIN, LEI, etc.
  • get_company_detail(company_id) — Get detailed information about a company
  • get_latest_filings(params) — Get the latest financial filings
  • get_filing_detail(filing_id) — Get detailed information about a specific filing
  • list_sectors() — List all available GICS sectors
  • list_filing_types() — List all available filing types

Additional Resources/Helpers

  • get_sectors_resource() — Markdown-formatted list of GICS sectors
  • get_filing_types_resource() — Markdown-formatted list of filing types
  • get_company_profile(company) — Markdown-formatted company profile
  • get_company_recent_filings(company, limit) — Markdown-formatted list of recent filings

Prompts

  • search_company_by_name() — Prompt for searching a company by name
  • find_latest_annual_reports() — Prompt for finding latest annual reports

Available Resources

  • financial-reports://sectors: List of all GICS sectors
  • financial-reports://filing-types: List of all filing types
  • financial-reports://companies/{company_id}/profile: Company profile
  • financial-reports://companies/{company_id}/recent-filings: Recent filings for a company

Examples

Example 1: Search for a company and get its profile

I want to search for information about Deutsche Bank. Please help me find:
1. Basic company details like country, sector and industry
2. Recent financial filings
3. Key financial metrics if available

Example 2: Find the latest annual reports for banks

I'd like to see the latest annual reports from major European banks. 
Please help me:
1. Find companies in the banking sector
2. Get their latest annual reports
3. Summarize key financial metrics from these reports if available

Cross-Platform Compatibility

The server can be run on:

  • Linux: All methods supported
  • macOS: All methods supported
  • Windows: All methods supported, but using uv is recommended for Claude Desktop

For Windows users specifically:

  • For Claude Desktop, uv-based installation is recommended
  • Docker requires Docker Desktop for Windows

Troubleshooting

Common Issues

  1. Communication Issues with Claude Desktop:

    • Ensure you’re using stdio transport when configuring for Claude Desktop
    • For Docker, make sure to include the -i flag for interactive mode
  2. “Module not found” errors:

    • Make sure all dependencies are installed with pip install -r requirements.txt
  3. Cannot connect to the MCP server:

    • Check if the server is running and accessible from the client
  4. Authentication errors with the API:

    • Verify your API key in the .env file

Logs

When running directly, logs are output to the console. For Docker, you can view logs with:

docker logs <container-id>

License

This project is licensed under the MIT License with an attribution requirement for Data Alchemy Labs. See LICENSE for details.

Tools

No tools

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